{"id":"W4403518238","doi":"","title":"Impact of Mandatory Wake Time on Sleep Timing, Sleep Quality and Rest-Activity Cycle in College and University Students Complaining of a Delayed Sleep Schedule: An Actigraphy Study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Sleep (system call); Schedule; Sleep quality; Rest (music); Psychology; Medicine; Circadian rhythm; Computer science; Insomnia; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004524168,0.0002927668,0.0004076036,0.0004716718,0.0005535207,0.0006769516,0.0004485546,0.000616563,0.001857921],"category_scores_gemma":[0.002428793,0.0003473274,0.0003148,0.0005250446,0.0003556223,0.000312273,0.0005735395,0.0005529114,0.0002298516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056554,"about_ca_system_score_gemma":0.0004182465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037309,"about_ca_topic_score_gemma":0.02313151,"domain_scores_codex":[0.9996172,0.00007652701,0.00003782665,0.00007439341,0.0001045512,0.00008956134],"domain_scores_gemma":[0.9983651,0.0002643138,0.0004878096,0.000110962,0.0001587185,0.0006130465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007365842,0.000939003,0.9904338,0.0000227758,0.00007299963,0.0001415692,0.001144825,0.00002856764,0.001370712,0.00001773571,0.0001013213,0.004990212],"study_design_scores_gemma":[0.00001261785,0.0002758306,0.9988896,0.000003422213,0.000009594858,0.00006527168,0.0005824265,0.00004271649,0.00004693153,0.000005631878,0.00006257726,0.000003281244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998283,0.00003060812,0.00001532811,0.000007427807,0.000002409603,0.00000894212,0.00002325254,6.962659e-7,0.00008289886],"genre_scores_gemma":[0.999729,0.00002324855,0.00004128847,0.00001707284,0.000005030206,0.00001174672,0.00004339649,0.000001067842,0.0001280727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037309,"threshold_uncertainty_score":0.02062541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642679710600435,"score_gpt":0.5618813575814481,"score_spread":0.2976133865214046,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}